GraphQL has nothing inherently to do with graph databases. It's a client-side declarative syntax where you specify what result you want, usually including composite relational objects.
The server-side database would be any supported datastore.
The server-side database would be any supported datastore.
My feeling is that GraphQL has opened up a pathway and other than that I personally did not observe any other kind of sea change in the graph database landscape.